{"id":"W4241434101","doi":"10.22215/etd/2011-07376","title":"Detection of Listeria monocytogenes in the food manufacturing environment","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"Canadian Food Inspection Agency","keywords":"Listeria monocytogenes; Food science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000189891,0.0002123742,0.0001261649,0.0003445103,0.0001937776,0.0004292872,0.000153361,0.0003393697,0.001240723],"category_scores_gemma":[0.0002560902,0.0001779553,0.0001520978,0.0001615156,0.0001049615,0.000166483,0.000249057,0.000283552,0.0008876459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503216,"about_ca_system_score_gemma":0.0002298181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007335109,"about_ca_topic_score_gemma":0.0007084173,"domain_scores_codex":[0.9998587,0.00001619066,0.000005652167,0.00003426952,0.00005039702,0.00003472829],"domain_scores_gemma":[0.9999431,0.00001073588,0.000007222014,0.000003800301,0.00002215849,0.00001288969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009602113,0.00007301197,0.004768306,0.00007826246,0.000004597766,0.0001117675,0.0001137142,0.0001081789,0.9775816,0.00007491359,0.0004157335,0.01657398],"study_design_scores_gemma":[0.00002414855,0.000694584,0.06475346,0.00008567727,0.0000215471,0.0004926405,0.0004690388,0.000953608,0.919546,0.0001576628,0.01278499,0.00001671734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839485,0.002544943,0.00431509,0.0003815291,0.00006741104,0.00002859,0.0003390636,0.00009049977,0.008284199],"genre_scores_gemma":[0.9597117,0.003441912,0.007626369,0.0002869211,0.00003068707,0.00004887322,0.0013422,0.00003967745,0.02747165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001240723,"threshold_uncertainty_score":0.004150629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05804166620707239,"score_gpt":0.2840704157961123,"score_spread":0.2260287495890398,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}